conftrace_

regression adjustment

4 papers

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Co-occurring keywords · papers mentioning both

synthetic outcome (1) asymptotic properties (1) sobolev function (1) finite population (1) nuisance components (1) pre-treatment covariates (1) monte carlo (1) doubly robust (1) average treatment effect (1) distributional treatment effect (1)

Papers

Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm NeurIPS 2024 Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction ICML 2024 Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation NeurIPS 2023 When can Regression-Adjusted Control Variate Help? Rare Events, Sobolev Embedding and Minimax Optimality NeurIPS 2023